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Machine Learning in Molecular Sciences - Bog af Chen Qu - Hardback

Machine Learning in Molecular Sciences - Bog af Chen Qu - Hardback

Machine learning and artificial intelligence have propelled research across various molecular science disciplines thanks to the rapid progress in computing hardware, algorithms, and data accumulation. This book presents recent machine learning applications in the broad research field of molecular sciences. Written by an international group of renowned experts, this edited volume covers both the machine learning methodologies and state-of-the-art machine learning applications in a wide range of topics..

DKK 2022.95
2

Information-Driven Machine Learning - Data Science as an Engineering Discipline - Bog af Gerald Friedland - Hardback

Information-Driven Machine Learning - Data Science as an Engineering Discipline - Bog af Gerald Friedland - Hardback

This groundbreaking book transcends traditional machine learning approaches by introducing information measurement methodologies that revolutionize the field. Stemming from a UC Berkeley seminar on experimental design for machine learning tasks, these techniques aim to overcome the 'black box' approach of machine learning by reducing conjectures such as magic numbers (hyper-parameters) or model-type bias. Information-based machine learning enables data quality measurements, a priori task complexity..

DKK 656.95
2

Machine Learning Governance for Managers - Francesca Lazzeri

Machine Learning Governance for Managers - Francesca Lazzeri

Machine Learning Governance for Managers provides readers with the knowledge to unlock insights from data and leverage AI solutions. In today's business landscape, most organizations face challenges in scaling and maintaining a sustainable machine learning model lifecycle. This book offers a comprehensive framework that covers business requirements, data generation and acquisition, modeling, model deployment, performance measurement, and management, providing a range of methodologies, technologies,..

DKK 349.95
2

Machine Tools Production Systems 3 - Christian Brecher

Machine Tools Production Systems 3 - Christian Brecher

The first part of this third volume focuses on the design of mechatronic components, in particular the feed drives of machine tools used to generate highly dynamic drive movements. Engineering guides for the selection and design of important machine components, the control technology of feed drives, and the measuring systems required for position capture are presented. Another focus is on process and diagnostic equipment for manufacturing machines and systems. The second part describes control concepts..

DKK 2180.95
2

Machine Learning for Causal Inference - Bog af Sheng Li - Hardback

Machine Learning for Causal Inference - Bog af Sheng Li - Hardback

This book provides a deep understanding of the relationship between machine learning and causal inference. It covers a broad range of topics, starting with the preliminary foundations of causal inference, which include basic definitions, illustrative examples, and assumptions. It then delves into the different types of classical causal inference methods, such as matching, weighting, tree-based models, and more. Additionally, the book explores how machine learning can be used for causal effect estimation..

DKK 1725.95
2

Embedded Machine Learning for Cyber-Physical, Iot, and Edge Computing - Hardware Architectures - Bog af Sudeep Pasricha - Hardback

Embedded Machine Learning for Cyber-Physical, Iot, and Edge Computing - Hardware Architectures - Bog af Sudeep Pasricha - Hardback

This book presents recent advances towards the goal of enabling efficient implementation of machine learning models on resource-constrained systems, covering different application domains. The focus is on presenting interesting and new use cases of applying machine learning to innovative application domains, exploring the efficient hardware design of efficient machine learning accelerators, memory optimization techniques, illustrating model compression and neural architecture search techniques for..

DKK 1242.95
2